SOTAVerified

Object Detection

Papers

Showing 51015150 of 10957 papers

TitleStatusHype
DRUformer: Enhancing the driving scene Important object detection with driving relationship self-understanding0
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning0
Automatized Self-Supervised Learning for Skin Lesion Screening0
Fight Fire with Fire: Combating Adversarial Patch Attacks using Pattern-randomized Defensive PatchesCode0
Refining the ONCE Benchmark with Hyperparameter Tuning0
Towards A Unified Neural Architecture for Visual Recognition and Reasoning0
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey0
Improved Pothole Detection Using YOLOv7 and ESRGANCode0
Object-centric Cross-modal Feature Distillation for Event-based Object Detection0
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks0
Deep learning in computed tomography pulmonary angiography imaging: a dual-pronged approach for pulmonary embolism detection0
TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
S^3AD: Semi-supervised Small Apple Detection in Orchard Environments0
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning0
Learning Discriminative Features for Crowd Counting0
Towards Few-Annotation Learning in Computer Vision: Application to Image Classification and Object Detection tasks0
Free-Space Optical Spiking Neural Network0
3DifFusionDet: Diffusion Model for 3D Object Detection with Robust LiDAR-Camera Fusion0
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features0
mmFUSION: Multimodal Fusion for 3D Objects Detection0
Image change detection with only a few samples0
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
FusionViT: Hierarchical 3D Object Detection via LiDAR-Camera Vision Transformer Fusion0
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet0
TokenMotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection Via Learnable Token Selection0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification0
Scenario Diffusion: Controllable Driving Scenario Generation With Diffusion0
Towards Unsupervised Object Detection From LiDAR Point Clouds0
Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations0
Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images0
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation0
CenterRadarNet: Joint 3D Object Detection and Tracking Framework using 4D FMCW Radar0
Scattering Vision Transformer: Spectral Mixing Matters0
Efficient Vision Transformer for Accurate Traffic Sign Detection0
M&M3D: Multi-Dataset Training and Efficient Network for Multi-view 3D Object DetectionCode0
AiluRus: A Scalable ViT Framework for Dense PredictionCode0
Enhancing Traffic Object Detection in Variable Illumination with RGB-Event FusionCode0
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning0
YOLOv8-Based Visual Detection of Road Hazards: Potholes, Sewer Covers, and Manholes0
Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection0
Radar-Lidar Fusion for Object Detection by Designing Effective Convolution Networks0
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection0
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ?Code0
Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition0
Dynamic V2X Autonomous Perception from Road-to-Vehicle Vision0
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation0
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models0
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-based Feature Distillation0
ODM3D: Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified